AI & Trending Tech · এআই ও ট্রেন্ডিং প্রযুক্তি
Artificial intelligence, machine learning, deep learning, LLMs and generative AI, AI agents, NLP and computer vision, responsible AI and emerging technologies such as blockchain, IoT, 5G/6G and quantum computing, as asked in Bangladesh government and bank IT job exams.
- Practice MCQs
- 300
- Written
- 100
- Chapters
- 8
Syllabus by chapter · অধ্যায়ভিত্তিক সিলেবাস
- AI Foundations & Classic AI · 43 practice questions
- Machine Learning · 59 practice questions
- Neural Networks & Deep Learning · 43 practice questions
- Transformers, LLMs & Generative AI · 72 practice questions
- Prompting, Fine-tuning, RAG & AI Agents · 69 practice questions
- NLP & Computer Vision · 36 practice questions
- Reinforcement Learning, MLOps & Responsible AI · 18 practice questions
- Emerging Tech · 60 practice questions
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Start learning: Artificial Intelligence and Machine Learning · কৃত্রিম বুদ্ধিমত্তা ও মেশিন লার্নিং
Artificial Intelligence and Machine Learning
Introduction: what this topic is and why it matters
Artificial Intelligence (AI) is the branch of computer science that builds machines and software able to perform tasks that normally require human intelligence — reasoning, learning, perception, language and decision-making. Machine Learning (ML) is the most successful sub-field of AI: instead of being explicitly programmed with rules, an ML system learns patterns from data. Deep Learning (DL) is a further sub-field of ML that uses many-layered artificial neural networks.
For BCS, Bank and IT-officer examinations this is now one of the highest-yield topics. Examiners ask short "define / difference / example" questions (AI vs ML vs DL, supervised vs unsupervised, classification vs regression), name-the-algorithm items (KNN, k-means, SVM, Naive Bayes, random forest), the neuron/activation-function items, and current-affairs items about ChatGPT and large language models. This lesson covers all of it from first principles so you can answer roughly thirty distinct written questions.
Read the whole lesson free with an account · পুরো পাঠ পড়তে বিনামূল্যে সাইন আপ করুন
All 7 lessons · সব পাঠ
- ICT in Bangladesh: Digital Bangladesh and e-Governance · বাংলাদেশে আইসিটি: ডিজিটাল বাংলাদেশ ও ই-গভর্ন্যান্স
- Emerging Technologies: AI, IoT, Cloud and Blockchain · উদীয়মান প্রযুক্তি: এআই, আইওটি, ক্লাউড ও ব্লকচেইন
- Computer History and Pioneers · কম্পিউটারের ইতিহাস ও পথিকৃৎগণ
- IT General Knowledge for Exams · পরীক্ষার জন্য আইটি সাধারণ জ্ঞান
- Artificial Intelligence and Machine Learning · কৃত্রিম বুদ্ধিমত্তা ও মেশিন লার্নিং
- Cloud Computing and Virtualization · ক্লাউড কম্পিউটিং ও ভার্চুয়ালাইজেশন
- Data Centres, Big Data and Blockchain · ডেটা সেন্টার, বিগ ডেটা ও ব্লকচেইন